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Programme for the International Assessment of Adult Competencies (PIAAC), log files
Creator
OECD - Organisation for Economic Co-operation and Development
ETS - Educational Testing Service
GESIS - Leibniz-Institute for the Social Sciences
DIPF - German Institute for International Educational Research
cApStAn - Linguistic Quality Control
ROA - Research Centre for Education and the Labour Market
IEA DPC (Data Processing and research Center) - International Association for the Evaluation of Educational Achievement
Westat
Public Research Center Henri Tudor
Study number / PID
ZA6712, Version 2.0.0 (GESIS)
10.4232/1.12955 (DOI)
Data access
Information not available
Series
Not available
Abstract
Objective: The PIAAC 2012 study was the first fully computer-based large scale assessment in education. During the assessment, user interactions were logged automatically. This means that most of the users’ actions within the assessment tool were recorded and stored with time stamps in separate files called log files. The log files contain paradata for each participant in the domains literacy, numeracy, and problem solving in technology-rich environments. The availability of these log files offers new opportunities to researchers, for instance to reproduce test-taking behavior of individuals and to better understand test-taking behavior.
Method: PIAAC 2012 was conducted August 2011-November 2012 among a representative international sample of around 166000 adults within 24 different countries. The following dataset includes the log files from 17 countries. Each country was allowed to choose their own sampling technique as long as the technique applies full selection probability methods to select a representative sample from the PIAAC target population. The countries were able to oversample particular subgroups of the target population. Persons aged 55-65 and recent immigrants were oversampled in Denmark and persons aged 19-26 were oversampled in Poland. The administration of the background questionnaires was conducted face-to-face using computer assisted personal interviewing (CAPI). After the questionnaire, the respondent completed a computer-based or paper-based cognitive under the supervision of the interviewer in one or two of the following competence domains: literacy, numeracy and problem solving in technology-rich environments.
Variables: With the help of the PIAAC LogDataAnalyzer you can generate a data set. The Log Data Extraction software is a self-contained system that manages activities like data extraction, data cleaning, and visualization of OECD-PIAAC 2012 assessment log data files. It serves as a basis for data related analysis tasks using the...
Terminology used is generally based on DDI controlled vocabularies: Time Method, Analysis Unit, Sampling Procedure and Mode of Collection, available at CESSDA Vocabulary Service.
Methodology
Data collection period
01/08/2011 - 24/11/2012
Country
Austria, Belgium, Denmark, Estonia, Finland, France, Germany, Ireland, Italy, Netherlands, Norway, Poland, Slovakia, Spain, United States of America, Korea, Republic of
Time dimension
Cross-section
Analysis unit
Not available
Universe
Not available
Sampling procedure
Probability: Systematic random
Probability: Stratified
Probability: Multistage
Austria: Systematic Random Sample Design
Denmark, Netherlands, Norway: Stratified Sample Design
Belgium, Estonia, Finland: Systematic Random Stratified Sample Design
France, Germany, Ireland, Italy, Korea, Poland, Slovakia, Spain, United Kingdom, United States: Multistage Sample Design
Groups oversampled: Persons aged 55-65 and recent immigrants (Denmark), Persons aged 19-26 (Poland)
Kind of data
Not available
Data collection mode
Educational measurements and tests
Educational measurements and tests
Access
Publisher
GESIS Data Archive for the Social Sciences
Publication year
2017
Terms of data access
A - Data and documents are released for academic research and teaching.